Similarity-based vehicle-motion prediction

K Okamoto, K Berntorp… - 2017 American Control …, 2017 - ieeexplore.ieee.org
Motion-prediction algorithms for vehicles often employ historical behavior of a vehicle, rely
on the Markov property of the underlying system, and predict the future behavior of the …

Dynamic route planning in vehicular networks based on future travel estimation

S Fontanelli, E Bini, P Santi - 2010 IEEE Vehicular Networking …, 2010 - ieeexplore.ieee.org
Traffic congestion wastes time, energy, and causes pollution. In this paper, We propose an
application taking advantage of vehicular communications, namely dynamic route planning …

Kalman prediction-based neighbor discovery and its effect on routing protocol in vehicular ad hoc networks

C Liu, G Zhang, W Guo, R He - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Efficient neighbor discovery in vehicular ad hoc networks is crucial to a number of
applications such as driving safety and data transmission. The main challenge is the high …

Towards improved vehicle arrival time prediction in public transportation: integrating SUMO and Kalman filter models

AF Abidin, M Kolberg - 2015 17th UKSim-AMSS International …, 2015 - ieeexplore.ieee.org
Accurate bus arrival time prediction is a key component for improving the attractiveness of
public transport. In this research, a model of bus arrival time prediction, which aims to …

V2X routing in a VANET based on the hidden Markov model

L Yao, J Wang, X Wang, A Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
It is very difficult to establish and maintain end-to-end connections in a vehicle ad hoc
network (VANET) as a result of high vehicle speed, long inter-vehicle distance, and varying …

SVM based trajectory predictions of lane changing vehicles

RS Tomar, S Verma, GS Tomar - … International Conference on …, 2011 - ieeexplore.ieee.org
In dense traffic, a lane change maneuver is potentially dangerous and a driver's erroneous
estimation of inter vehicle gaps may cause an accident. This signifies the necessity of …

Mobility prediction in vehicular ad-hoc networks: Prediction aims, techniques, use cases, and research challenges

IT Abdel-Halim, HMA Fahmy - IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
The accurate prediction of the vehicle mobility in Vehicular Ad-hoc Networks (VANETs) has
a significant effect in the rapid deployment of Intelligent Transport Systems (ITSs) as well as …

[PDF][PDF] Study of statistical models for route prediction algorithms in VANET

U Nagaraj, NN Kadam - J. Inf. Eng. Appl, 2011 - academia.edu
Vehicle-to-vehicle communication is a concept greatly studied during the past years.
Vehicles equipped with devices capable of short-range wireless connectivity can form a …

Position prediction for routing in software defined internet of vehicles

MA Jibran, MT Abbas, A Rafiq… - Journal of Communications, 2020 - diva-portal.org
By the prediction of future location for a vehicle in Internet of Vehicles (IoV), data forwarding
schemes can be further improved. Major parameters for vehicle position prediction includes …

[PDF][PDF] Efficient dead reckoning approach for localization prediction in VANETs

R Raghu, R Prabhushankar, J Rajaram… - J Appl Sci …, 2019 - academia.edu
Finding the future position of the vehicle in VANETs is challenging task because of its
dynamic nature and infrastructure less network. Localization prediction plays a most …